Tao Hongmiao, Dong Lihua, Li Lin
Medical College, Jinhua Polytechnic, Jinhua, China.
College of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, China.
Front Mol Neurosci. 2022 Dec 23;15:1013076. doi: 10.3389/fnmol.2022.1013076. eCollection 2022.
N6-methyladenosine (m6A) modifications play an important role in the differentiation and regulation of immune cells. However, research on m6A in ischemic stroke (IS) is still in its infancy, and their role of the immune microenvironment remains unknown. In this study, we systematically assessed the modification classes of m6A regulators in IS based on the GEO database (GSE16561 and GSE22255). We found that in IS patients, IGF2BP2, IGF2BP1, and YTHDF2 expression was significantly upregulated, and ELAVL1, LRPPRC, METTL3, ALKBH5, CBLL1, and METTL14 expression was significantly downregulated. Seven IS-related genes (ELAVL1, IGF2BP2, LRPPRC, YTHDF2, ALKBH5, METTL14, and YTHDC1) were finally screened by logistic and least absolute shrinkage and selection operator (LASSO) regressions, and the AUC of the riskScore was 0.942, which was a good classification. For immune infiltration, there were highly significant differences in memory B cells, CD8 T cells, monocytes, activated dendritic cells, and mast cells between IS and normal samples. The IS samples were grouped into three classes by consistent clustering, and 15 m6A genes were differentially expressed in the different classes. Multiple infiltrating immune cells, immune-associated genes, and HLA-associated genes differed significantly across m6A modification classes, indicating the diversity and complexity of m6A modifications in the immune microenvironment of IS. Finally, 487 genes associated with the m6A modification class were identified, and 227 potential drugs were found. Our findings demonstrated that m6A modification plays a crucial role in the immune regulation of IS.
N6-甲基腺苷(m6A)修饰在免疫细胞的分化和调节中起重要作用。然而,关于m6A在缺血性中风(IS)中的研究仍处于起步阶段,其在免疫微环境中的作用尚不清楚。在本研究中,我们基于GEO数据库(GSE16561和GSE22255)系统评估了IS中m6A调节剂的修饰类别。我们发现,在IS患者中,IGF2BP2、IGF2BP1和YTHDF2表达显著上调,而ELAVL1、LRPPRC、METTL3、ALKBH5、CBLL1和METTL14表达显著下调。通过逻辑回归和最小绝对收缩和选择算子(LASSO)回归最终筛选出7个与IS相关的基因(ELAVL1、IGF2BP2、LRPPRC、YTHDF2、ALKBH5、METTL14和YTHDC1),风险评分的AUC为0.942,分类效果良好。对于免疫浸润,IS样本和正常样本在记忆B细胞、CD8 T细胞、单核细胞、活化树突状细胞和肥大细胞方面存在高度显著差异。通过一致性聚类将IS样本分为三类,15个m6A基因在不同类别中差异表达。多种浸润免疫细胞、免疫相关基因和HLA相关基因在不同的m6A修饰类别中差异显著,表明IS免疫微环境中m6A修饰的多样性和复杂性。最后,鉴定出487个与m6A修饰类别相关的基因,并发现了227种潜在药物。我们的研究结果表明,m6A修饰在IS的免疫调节中起关键作用。